Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-01 0.161890 0.177492 0.194510 0.214553 0.237645 0.263575 0.295119
2025-06-08 0.135531 0.156761 0.181792 0.213913 0.254684 0.305625 0.375622
2025-06-15 0.120085 0.144258 0.174409 0.215688 0.272255 0.349528 0.467881
2025-06-22 0.104861 0.129190 0.160715 0.205870 0.271275 0.366847 0.526448
2025-06-29 0.094104 0.118295 0.150617 0.198674 0.271633 0.384729 0.589199
2025-07-06 0.086194 0.110221 0.143182 0.193812 0.273984 0.405229 0.661370
2025-07-13 0.082688 0.107735 0.143108 0.199475 0.293173 0.456845 0.808212
2025-07-20 0.080078 0.106181 0.144074 0.206635 0.315749 0.519463 1.004265
2025-07-27 0.077584 0.104512 0.144591 0.212970 0.337799 0.586595 1.245615
2025-08-03 0.075045 0.102522 0.144348 0.217874 0.357945 0.655317 1.534241
2025-08-10 0.071459 0.098652 0.140747 0.216456 0.365540 0.698456 1.777860
2025-08-17 0.066732 0.092710 0.133337 0.207431 0.356361 0.699755 1.883268
2025-08-24 0.063252 0.088602 0.128782 0.203425 0.357644 0.729141 2.125615
2025-08-31 0.060650 0.085742 0.126112 0.202690 0.365990 0.780170 2.514029
2025-09-07 0.058683 0.083767 0.124768 0.204301 0.379839 0.851520 3.096375
2025-09-14 0.055112 0.078986 0.118270 0.195194 0.367488 0.842273 3.238889
2025-09-21 0.052205 0.075159 0.113209 0.188514 0.360030 0.846617 3.481622
2025-09-28 0.049855 0.072139 0.109388 0.183998 0.357205 0.865442 3.861348
2025-10-05 0.049151 0.071813 0.110313 0.189258 0.379589 0.977723 5.220874
2025-10-12 0.048665 0.071821 0.111823 0.195900 0.407006 1.123160 7.518597
2025-10-19 0.048080 0.071618 0.112920 0.201773 0.433754 1.283337 11.140474
2025-10-26 0.047341 0.071106 0.113395 0.206315 0.457873 1.449800 16.850369
2025-11-02 0.045933 0.069350 0.111386 0.205002 0.464423 1.538811 22.336713